
Foundational AI Engineer
2 days ago
Job Title: Senior Machine Learning Architect
We are seeking a seasoned architect to spearhead the development of large-scale generative AI models and services.
This is an exceptional opportunity to join a team of outstanding ML and service engineers building the future of digital experiences. As a senior architect, you will play a key role in shaping the technical strategy and collaborating with multiple teams to architect the pipelines of the future foundation models.
Responsibilities:
- Design and develop GPU-optimized model pipelines for generative AI features on Adobe's top products.
- Collaborate with applied researchers and engineers to bring innovative ideas to production.
- Provide technical leadership and mentorship to junior team members.
- Explore and research new ML and MLOps technologies to improve engineering effectiveness and efficiency.
- Review and provide feedback on features, technology, architecture, designs, and test strategies.
Requirements:
- Master's or Ph.D. in Computer Science, AI/ML, or related fields, or B.Tech with strong experience in AI/ML.
- 12+ years of experience in software development.
- 3+ years as a lead/architect.
- Excellent communication and technical leadership skills.
- Experience leading large teams on time-sensitive and business-critical projects.
- Strong hands-on experience with large-scale GenAI model pipelines and shipping ML features.
- Strong collaboration skills, including experience working in matrix organizations.
Preferred Experience:
- Training or optimizing models using CUDA, Triton, TRT, AOT.
- Converting models from various frameworks like PyTorch and TensorFlow to other target formats.
- Good publication record in Computer Science, AI/ML, or related fields.
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